A Framework for Data Quality Assessment in Clinical Research Datasets.

Kathleen Lee · Nicole G. Weiskopf · Jyotishman Pathak

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Data Quality and Management Research Data Management Practices Medical Coding and Health Information

Abstract

. Our work exhibits a generalizable approach to DQA for clinical research. Future work will 1) map datasets to standard terminologies and 2) create a quantitative DQA tool for research datasets.

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2016Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data 2016Data quality assessment framework to assess electronic medical record data for use in research

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